AI leaderboard · Business

Best AI for business: 410 models ranked by blind votes

Prompts about business, management and finance work. Ranked by LMArena’s blind votes, every score with its margin of error and, beside it, the list price of each model on our price list.

Scores from LMArena, published 20 October 2026, under CC BY 4.0. Prices from each maker’s pricing page, read on 15 October 2026.

Top score
1521Gemini 4 Argon (High) from Google
Models ranked
410
Level with the leader
10
On our price list
1
Published
20 October 2026

Level: the votes cannot separate it from the leader.

On LMArena’s Business board, Gemini 4 Argon (High) from Google leads with 1521 points from 890 blind votes, published 20 October 2026. 9 other models are statistically level with it. None of the models it ranks has an API price on our list yet.

Best AI for business

Prompts about business, management and finance work.

LMArena scores of 51 AI models, with their 95% intervals, votes and list prices
#ModelScoreVotesPer 1M tokens, in / out
1Gemini 4 Argon (High)Google152195% interval 1500 to 1541890·
1Claude Opus 4.7 (High)Anthropic150895% interval 1501 to 151413,038·
1Muse Spark 1.2 (xHigh)Meta150295% interval 1488 to 15171,717·
1Claude Fable 5 (High)Anthropic150195% interval 1494 to 15088,582·
1Muse Spark 1.3 (Max)Meta150195% interval 1491 to 15123,484·
1Claude Opus 4.6 (High)Anthropic150095% interval 1494 to 150516,179·
1Claude Opus 4.6Anthropic149995% interval 1494 to 150517,206·
1Muse Wonder (Max)Meta149995% interval 1479 to 1518868·
1Claude Opus 4.7Anthropic149595% interval 1489 to 150213,238·
1Claude Opus 5.5 (High)Anthropic149195% interval 1476 to 15061,675·
2Muse SparkMeta149095% interval 1478 to 15012,864·
2GPT-6.1 Sol (Max)OpenAI148395% interval 1466 to 15011,186·
3Muse Spark 1.1Meta149195% interval 1484 to 14988,494·
3GPT-5.5 (High)OpenAI149095% interval 1484 to 149613,713·
3Claude Opus 4.8 (High)Anthropic148995% interval 1483 to 149512,740·
3Kimi K3 (Max)Moonshot AI · open weights148895% interval 1480 to 14966,431·
3GPT-5.6 Sol (xHigh)OpenAI148795% interval 1480 to 14957,692·
3Claude Fable 5.1 (Max)Anthropic148695% interval 1475 to 14972,823·
6Claude Opus 4.8Anthropic148695% interval 1480 to 149212,770·
6Claude Opus 5 (High)Anthropic148695% interval 1479 to 149212,999·
6GPT-5.5OpenAI148595% interval 1479 to 149214,097·
6Qwen3.8-MaxAlibaba148595% interval 1476 to 14935,415·
6GPT-5.2 Chat (20260210)OpenAI148595% interval 1477 to 14927,020·
6Claude Opus 5 (Max)Anthropic148495% interval 1476 to 14936,236·
6Gemini 3.7 Flash (High)Google148495% interval 1475 to 14925,302·

Where the ranking comes from

The scores, intervals and ranks are LMArena’s. The prices are ours.

Blind votes
LMArena puts the same prompt to two anonymous models and asks the person who wrote it to pick the better answer. The votes place every model on one scale, where a gap of 100 points means the higher model wins about 64 times in 100.
Style control
The scores discount answer length and formatting, so a model does not climb by writing more or by adding headings and lists.
Shared ranks
A model’s rank is one plus the number of models whose whole 95% interval sits above its own. Models the votes cannot separate share a rank, which is why several can be first.
Settings
A model can appear more than once, at different reasoning settings: the line under its name gives the entry as LMArena lists it. Entries with web search switched on are a different product and carry no price.
Prices
The list price per million tokens from the maker’s own pricing page, read on 15 October 2026. It is a price per token, not per answer: a higher reasoning setting spends more tokens on the same question.

Source: LMArena, leaderboard dataset (revision 9041150e, published 20 October 2026), licensed under CC BY 4.0. We change no score: we add the prices and the links to our model pages.

What each of them costs to run

The price list works three everyday jobs on every model, and our own benchmark runs them on real business tasks to see which pass.

Scores published 20 October 2026